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https://ptsldigital.ukm.my/jspui/handle/123456789/476489
Title: | An improved hybrid technique for energy and delay routing in mobile ad-hoc networks |
Authors: | Mustafa Hamid Hassan (P74153) |
Supervisor: | Ravie Chandren, Dr. |
Keywords: | Wireless communication systems Wireless LANs Universiti Kebangsaan Malaysia -- Dissertations Dissertations, Academic -- Malaysia |
Issue Date: | 28-Mar-2017 |
Description: | Advances in wireless technology and handheld computing devices have contributed a great revolution in the field of mobile communication. People’s growing movements around the world have created the urgent need for mobile networks with less infrastructure and that are quickly deployable. These networks are referred to as Mobile Ad-hoc Networks (MANETs). Generally, nodes in a MANET act as routers. These nodes are free to roam while communicating with other nodes. Ad-hoc networks are appropriate for situations wherein infrastructure is unavailable or in which deployment of node movements is not cost-effective. But, one main obstacle for MANET is the energy cost and delay due the nature of bandwidth transmission between them over reactive AODV protocol. Establishing a stable path is more significant than having a quick path. Thus, to overcome this problem, the research has the following objectives: first, to reduce the energy cost and delay. It is achieved by using the parallelism inherent in Cellar Automata (CA) with Genetic Algorithm and African Buffalo Optimization (GAABO) over AODV protocol to propose a hybrid algorithm that will enhance the Quality of Service (QoS) in AODV routing protocols. The second objective is to simulate and study the performance of the proposed protocol by using a MATLAB toolbox and then compare this protocol with the recent approaches. Our results have shown more enhancement than the previous recent research, in terms of metrics and parameters. Furthermore, we have noticed than the packet delivery ratio has increased 20 percent than previous work. The end-to-end delay has been decreased more than 90 percent of the total average, while the packet loss has been decreased up to 15 percent. The throughput has been increased more 20 percent than the previous study. Finally, it is concluded that energy consumption which is the most important metric reduced 12 percent than the previous study.,“Certification of Master's/Doctoral Thesis” is not available,Master of Computer Science |
Pages: | 80 |
Call Number: | TK5103.2.M877 2017 3 tesis |
Publisher: | UKM, Bangi |
Appears in Collections: | Faculty of Information Science and Technology / Fakulti Teknologi dan Sains Maklumat |
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ukmvital_113700+SOURCE1+SOURCE1.0.PDF Restricted Access | 527.09 kB | Adobe PDF | View/Open |
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